IoT, big data, and artificial intelligence in agriculture and food industry

NN Misra, Y Dixit, A Al-Mallahi… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
Internet of Things (IoT) results in a massive amount of streaming data, often referred to as
“big data,” which brings new opportunities to monitor agricultural and food processes …

Internet of nonthermal food processing technologies (Iontp): Food industry 4.0 and sustainability

A Režek Jambrak, M Nutrizio, I Djekić, S Pleslić… - Applied Sciences, 2021 - mdpi.com
With the introduction of Industry 4.0, and smart factories accordingly, there are new
opportunities to implement elements of industry 4.0 in nonthermal processing. Moreover …

Data-driven decision support in livestock farming for improved animal health, welfare and greenhouse gas emissions: Overview and challenges

P Niloofar, DP Francis, S Lazarova-Molnar… - … and Electronics in …, 2021 - Elsevier
Abstract Precision Livestock Farming (PLF) is a concept that allows real-time monitoring of
animals, by equipping them with sensors that surge livestock-related data to be further …

Sustainable innovations in the food industry through artificial intelligence and big data analytics

S Sharma, VK Gahlawat, K Rahul, RS Mor, M Malik - Logistics, 2021 - mdpi.com
The agri-food sector is an endless source of expansion for nourishing a vast population, but
there is a considerable need to develop high-standard procedures through intelligent and …

Learning techniques used in computer vision for food quality evaluation: a review

CJ Du, DW Sun - Journal of food engineering, 2006 - Elsevier
Learning techniques have been applied increasingly for food quality evaluation using
computer vision in recent years. This paper reviews recent advances in learning techniques …

Rapid prediction of moisture content of dehydrated prawns using online hyperspectral imaging system

D Wu, H Shi, S Wang, Y He, Y Bao, K Liu - Analytica Chimica Acta, 2012 - Elsevier
Because the shape of prawn is not round, spectroscopy instruments cannot measure the
spectra of the whole prawn without containing background information. In this study, an …

Application of the IoT in the food supply Chain─ From the perspective of carbon mitigation

Z Luo, J Zhu, T Sun, Y Liu, S Ren, H Tong… - Environmental …, 2022 - ACS Publications
With the rising demands on supply chain transparency and food security, the rapid
outspread of the Internet of Things (IoT) to improve logistical efficiency, and the rising …

Food quality 4.0: Sustainable food manufacturing for the twenty-first century

I Djekić, B Velebit, B Pavlić, P Putnik… - Food Engineering …, 2023 - Springer
The demand for high quality foods has steadily increased as response to market pressures
and to other factors. The concept of food quality (FQ) gradually evolved to address changes …

A comprehensive review on artificial intelligence assisted technologies in food industry

A Thapa, S Nishad, D Biswas, S Roy - Food Bioscience, 2023 - Elsevier
Due to escalating food demand in tandem with the growing global population over the past
few decades, artificial intelligence (AI) has been implemented into food business. The ability …

Artificial intelligence, big data, and blockchain in food safety

Q Zhou, H Zhang, S Wang - International Journal of Food …, 2022 - degruyter.com
Food safety plays an essential role in our daily lives, and it becomes serious with the
development of worldwide trade. To tackle the food safety issues, many advanced …